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Course Outline
Introduction
SAS in Depth
- SAS data sets
- SAS variables
- SAS libraries
- SAS code structure
Preparing the Development Environment
- Installing and configuring SAS Studio
- Installing and configuring WPS
Data management in SAS
- Importing data
- Exporting data
- Creating variables and calculations
- Filtering observations
- Creating conditionals and loops
- Merging data sets
- Using statements
- Cleaning data
Arrays and Functions
- Recording new variables with loops
- Constructing new variables
- Using built in SAS functions
- Combining raw data files
Data Visualization
- Creating a bar chart
- Creating a scatter plot
- Creating a pie graph
- Overlaying plots
Statistics Analysis
- Reporting data
- Using linear regressions
- Using multiple regressions
- Interpreting data
- Making predictions
SAS SQL
- SAS SQL syntax
- Using clauses and statements
- Working with columns and rows
- Working with tables
SAS Index
- Testing with data sets
- Using PROC
- Creating, updating, and applying an index
SAS Macro
- Using macro variables
- Using macro functions
- Creating a Macro
- Debugging and storing Macros
Predictive Modeling
- Using linear regressions
- Using multiple regressions
- Evaluating data patterns
- Using input variables
- Working with PROC MI
Summary and Conclusion
Requirements
- Experience with navigating folder structures
Audience
- Data Analysts
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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Testimonials (5)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
the ease of explanation and the professor's robust knowledge
JOSE FERNANDO MELO - MCGRAW-HILL INTERAMERICANA
Course - Alteryx Advanced
Machine Translated
The practical exercises, the course order, and the explanations were clear
Cristina Morales - SOFI de Chihuahua SA de CV
Course - Alteryx for Data Analysis
Machine Translated
Very clearly articulated and explained
Harshit Arora - PwC South East Asia Consulting
Course - Alteryx for Developers
Linear regression - the algorithm to predict the trend
